Pilla vs Zipline (2026): AI that acts inside the work, or HQ-to-store comms and execution
Liam Jones
Founder of Pilla
Date Modified
15 September 2026
I wrote this because I keep getting asked whether Pilla replaces Zipline. I ran restaurants for years. I know the job: you want the floor to do the work without you chasing every check.
HQ publishers send targeted messages and tasks onto the Day Sheet. You open one app for comms, a daily checklist, the Resource Library, audits, learning and Zippy. You track readership and photo proof, then follow up from overdue reports and assessments. Zippy answers from the brand library, and as of 2026 it can call customer MCP servers for live inventory or schedule data.
I built Pilla so you can turn a process you already know into a workflow on a canvas. Your team runs it on a phone, tablet or the web app. Pilla can fetch, decide and act while the work is happening. You keep the judgement calls.
If you want to try it on a process you already run, open the canvas.
I would pick Pilla when I want AI to act inside the work. I would pick Zipline when I want HQ-to-store comms and execution.
How did we compare them?
I ask the same twelve questions on every comparison. For Pilla I describe what the product does today. For Zipline I went back to their public product pages, blogs and App Store listing on 15 September 2026. Where they stay quiet, I stay quiet.
I am Liam Jones. I founded Pilla after more than ten years running hospitality operations, food safety and frontline teams. On 15 September 2026 I sat with Zipline's public pages: the Day Sheet, Resource Library, assessments, Messenger, Zippy MCP posts, pricing and the App Store listing. Public help is login-gated. I have not lived in a paid Zipline account for this write-up. I am telling you what their docs say.
What should you take away?
- I would pick Pilla if I wanted a process I already know drawn on a canvas, with branching, not HQ tasks on a Day Sheet
- I would pick Pilla if I wanted AI to fetch, decide and act inside the run, not Zippy answering from the library or a photo approval
- I would keep Zipline if I needed HQ publishers, a Day Sheet, readership and photo proof from one vendor
- I would not switch expecting Pilla to take over retail HQ comms, clock-in or learning
How do Pilla and Zipline compare at a glance?
| Capability | Pilla | Zipline |
|---|---|---|
| Core job | AI work management for deskless teams | AI-powered frontline ops for retail brands |
| Design the work | Visual canvas, branching, reusable workflows | Day Sheet, calendar and assessment logic |
| Provide guidance | Written, photo and video guidance beside each step | Written, photo and video in the Resource Library and HQ messages |
| Run the work | Phone, tablet, or web app | Phone, tablet, or web app |
| Capture evidence | Photos, video, audio, files, signatures, ratings, numbers, checklists, dates and location | Photos, checklists and files |
| Check the work | AI fetching, decisions and actions inside the work | Photo approvals, readership and Zippy Q&A |
| Follow up | Human and AI follow-ups | Human follow-up from audits and overdue work |
| Talk to the team | DMs and group chats | Messenger DMs, Groups and HQ messages |
| Connect other software | MCP server, API, integrations | Named integrations, open APIs, Zippy as an MCP client |
| See what happened | Workflow records and evidence | Task records, photos, readership and dashboards |
| What you pay for | Unlimited users, usage based on workflows | Quote; modules; leadership or every associate |
| Best for | Operators who want AI to act inside the work | Retail brands that want HQ-to-store comms and execution |
I built Pilla for AI work management on the floor. Zipline sells HQ-to-store comms, tasks and retail execution.
Why do people like Pilla?
You open Pilla on the phone you already carry. You see the next step, read how to do it, take the photo or sign, and move on. The record lands while you work. Pilla checks it against the rules you set and follows up when something needs you.
I hear the same thing from managers: they draw the process once and stop asking all day whether it happened. The team likes it because they can see what good looks like before they start.
“Pilla helps me have a day off knowing that procedures will be followed”
Charles, owner of 11 hospitality sites
When does switching from Zipline to Pilla make sense?
- You want Pilla to check the work as it comes in
- You want to draw the process on a canvas and branch it
- You want writing, a photo or a video sitting on the step itself
- You want video, audio and signatures captured in the work
- You want an MCP server other tools can call
- You are happy to keep HQ-to-store comms, clock-in and learning somewhere else
What do you pay for?
| Capability | Pilla | Zipline |
|---|---|---|
| What you pay for | Unlimited users, usage based on workflows | Quote; modules; leadership or every associate |
| Public price | Starter is £49 a month for 500 processed workflows. Pro is £99 a month for 1,000. | No public software price. Sales quote. |
| Trial | 14-day free trial of every Pro feature, with no card | Demo and quote. No advertised self-serve trial. |
Zipline quotes you for the modules you need, and for a rollout to store leadership or every associate. They do not claim unlimited users. CSM, Pink Bubble and the mobile app are marketed as included. I have left third-party dollar figures off this page.
How long does setup take, and how hard is it?
You can open Pilla the same day. Every new account gets a 14-day trial of Pro, with no card. I usually see a first opening or closing workflow take an afternoon. Zipline starts with a demo and a quote. You can start with store leadership, or roll out to every associate. Extra modules take a real rollout.
If you move, you rebuild the work on the canvas. Photos and history stay in Zipline unless you export them by hand. Run both for a while. Keep HQ messages, the Day Sheet, clock-in and learning on Zipline or another vendor. I did not build Pilla to replace retail HQ comms, or to do shift scheduling, payroll or HR.
Does the answer change by budget or size?
If you only need a process on a canvas and you want to try something today, start with Pilla. If you run a retail brand and you need HQ publishers, a Day Sheet, readership and photo proof from one vendor, stay with Zipline. If money is tight, I publish prices. Zipline quotes you. If you want AI in the run and an MCP server, I would pick Pilla even in a small team.
What is each one used for?
Zipline works well for
- HQ promo, floor-set and recall tasks on the Day Sheet with photo proof
- Store leader daily priorities, overdue chase and Daily Digest
- District walkthroughs with assessments, conditional logic and tasks assigned on the spot
- Resource Library SOPs, planograms and dashboard video
- Zippy answers on policy, product and live stock or timesheets when MCP is connected
- Messenger DMs and Groups
- Surveys for counts and sign-off, plus Learning Center courses beside the shift
- Clock in and out and schedule-aware task assignment through UKG, Legion and Dayforce
Pilla works well for
- Opening and closing the team can follow on their phone
- Showing someone how to do a step with writing, a photo or a video
- Collecting photos, video, audio, files and signatures as the work happens
- Letting AI fetch, decide and act while the run is live
- Following up yourself, or letting Pilla follow up
- Talking in DMs and group chats next to the work
- Connecting other software through MCP, API and integrations
- Paying for workflows with as many people as you need
What is Zipline designed to do?
Zipline puts the right HQ message and task on today's Day Sheet. You prove it was read and done with photos and readership. You give the floor a Resource Library and Zippy. You audit with assessments and assign tasks on the spot, and you can plug in clock-in, learning, service desk and BI. I would stay on Zipline for that whole comms and execution suite.
What is Pilla designed to do?
I built Pilla so you can turn the processes you already know into workflows on a canvas. Your team follows them on a phone, tablet or the web app. Pilla checks completed work and handles the follow-up you configured. You keep judgement, coaching and the awkward calls. I left shift scheduling, payroll and HR out on purpose.
What differences actually matter?
How do they check the work?
On Pilla I put AI fetching, decisions and actions in the run. On Zipline a required photo, Photo Task Approvals, readership and overdue tracking do the checking, then a Daily Digest. Zippy answers from the library and, in 2026, from customer MCP systems. I could not find an AI step inside a Day Sheet task.
How do you design the work?
On Pilla you draw a visual canvas with branching and reuse the workflow. On Zipline you assign messages and tasks onto a calendar. Each shift gets a Day Sheet. Assessments add conditional logic so publishers do not clone the same audit. Recurrence is a calendar and the Day Sheet.
How do you provide guidance?
On Pilla you sit written, photo and video guidance beside each step. On Zipline you put that media in the Resource Library, HQ messages and dashboard videos, then Zippy on top. Their task page tells you to pair checklists with the knowledge base. I could not find guidance attached beside each task item.
How does the team talk?
On Pilla you get DMs and group chats, including on a workflow. Zipline Messenger is one-to-one or a few people. Groups are topic chats. HQ still broadcasts messages with readership.
How do they connect other software?
Pilla publishes an MCP server, a REST API and integrations. Zipline names retail integrations and open APIs. Zippy can call customer MCP servers as a client. I could not find a public API reference, or a Zipline MCP server for other tools to call.
What are you paying for?
On Pilla you pay for processed workflows, with unlimited people, and you get a 14-day trial of every Pro feature with no card. Zipline quotes you for modules and a leadership or every-associate rollout. I could not find a public software price.
Which should you pick?
If I ran a retail brand that needed HQ publishers, a Day Sheet, readership and photo proof from one vendor, I would keep Zipline. That comms and execution suite is a fair reason to stay. If I wanted the work drawn on a canvas and AI acting inside the run, with an MCP server other software can call, I would use Pilla, and I would keep HQ comms and clock-in somewhere else.
Frequently asked questions
Is Zipline AI work management?
I could not find an AI step inside a Day Sheet task. Checking is a photo, an approval, readership and overdue tracking. Zippy answers from the library and, in 2026, from customer MCP systems. HQ can use AI to author messages, write summaries, forecast and generate quizzes.
Does Zippy use MCP?
Yes, as a client. As of September 2026 Zipline documents Zippy calling tools inside Zipline, for example tasks, and calling customer MCP servers for live inventory or schedule data, with the user's identity on each request. I could not find a Zipline MCP server for other tools to call.
Can staff chat in Zipline the way they would in Pilla?
Messenger is one-to-one or a few people. Groups are topic chats. HQ still broadcasts messages with readership. That comms layer sits on the same Day Sheet as tasks.
What evidence can a Zipline task capture?
Photos are first-class, including required set-up photos, approvals and annotation. The Day Sheet and assessments cover checklists. Files attach on messages, Groups and the library. I could not find video, audio, signatures, ratings, numbers, dates or location as capture fields on a public product page.
How much does Zipline cost compared to Pilla?
Zipline quotes you. I could not find a public software price. I do not charge per person. Starter is £49 a month with 500 processed workflows included. Pro is £99 a month with 1,000 included, and adds AI automations inside Pilla. Every new account gets a 14-day trial of every Pro feature, with no card.
Does switching to Pilla replace Zipline scheduling and clock-in?
No. I did not build Pilla for shift scheduling, payroll or HR. Clock in, shift swap and schedule-aware assignment in Zipline come from workforce management integrations such as UKG, Legion and Dayforce. If you need that labour suite, keep it on Zipline or another product.
How long does it take to switch from Zipline to Pilla?
You rebuild the work on the canvas. A first workflow usually takes an afternoon. Running both side by side can take days or a couple of weeks, depending on how many Day Sheet tasks you have. Photos and history stay in Zipline unless you move them by hand.
How did you compare Pilla and Zipline?
I read Zipline public product pages, blogs and the App Store listing on 15 September 2026 and answered the same twelve questions I use on every comparison. I described Pilla as it works today. I left out anything Zipline does not publish.
Where did these facts come from?
Zipline claims on this page come from their own public docs. Pilla claims come from the current product.
Pilla is AI work management for deskless teams. Try every Pro feature free for 14 days, with no card. Start a free trial or visit Zipline.
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